Decision Support Systems

Decision Support Systems PowerPoint PPT Presentation

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Decision Making and Problem Solving. Decision Making: A Problem Solving Component . Decision-making phaseIntelligence stageDesign stageChoice stage. [Figure 10.1]. . Decision-Making Phase. Intelligence stage (first stage)Identify and define potential problems and/or opportunities Design stage (second stage)Develop alternative solutions to the problemChoice stage (last stage)Select a course of action.

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Decision Support Systems

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1. Decision Support Systems

2. Decision Making and Problem Solving

3. Decision Making: A Problem Solving Component Decision-making phase Intelligence stage Design stage Choice stage [Figure 10.1]

4. Decision-Making Phase Intelligence stage (first stage) Identify and define potential problems and/or opportunities Design stage (second stage) Develop alternative solutions to the problem Choice stage (last stage) Select a course of action

5. Problem Solving Decision-making (intelligence, design, and choice) plus: Implementation stage Monitoring stage [Figure 10.1]

6. Problem Solving Implementation stage Take action to put the solution into effect Monitoring stage Evaluate the implementation of the solution

7. Programmed vs. Nonprogrammed Decisions Programmed decisions Are made using a rule, procedure, or quantitative method Nonprogrammed decisions Deal with unusual or exceptional situations

8. Optimization, Satisficing, and Heuristic Approaches Optimization model Involves finding the best solution

9. Optimization, Satisficing, and Heuristic Approaches Satisficing model Involves finding a good -- but not necessarily the best -- solution Heuristics Commonly accepted guidelines or procedures that usually find a good solution

10. Problem-Solving Factors Multiple decision objectives Increased alternatives Increased competition Need for creativity Social and political actions International aspects Technology Time compression

11. An Overview of Decision Support Systems

12. Decision Support Systems An organized collection of people, procedures, software, databases, and devices used to support problem-specific decision making Focus on decision-making effectiveness when faced with unstructured or semi-structured business problems

13. Characteristics of a DSS Handles large amounts of data from different sources Provides report and presentation flexibility Offers both textual and graphical orientation

14. Characteristics of a DSS Supports drill down analysis Performs complex, sophisticated analysis and comparisons using advanced software packages Supports optimization, satisficing, and heuristic approaches

15. Characteristics of a DSS Performs different types of analyses “What-if” analysis Makes hypothetical changes to problem and observes impact on the results Simulation Duplicates features of a real system Goal-seeking analysis Determines problem data required for a given result

16. Sample Goal-Seeking Analysis

17. Capabilities of a DSS Support for problem-solving phases Support for different decision frequencies Ad hoc DSS One-of-a-kind Institutional DSS Repetitive

18. Capabilities of a DSS Support for different problem structures Highly structured problems Straightforward; known facts/relationships Semi-structured or unstructured problems Complex; unclear data relationships; data in various formats; data difficult to manipulate or obtain

19. DSSs and Spheres of Influence Decision support systems can support all three levels of spheres of influence: Individual support - DSS Group support - GDSS Enterprise support (top management) - ESS

20. Components of a Decision Support System

21. Conceptual Model of a DSS

22. The Model Base Gives decision makers access to a variety of models and assists them in the decision-making process Model management software Coordinates the use of models in a DSS

23. Types of DSS Models Financial models Provide cash flow, internal rate of return, and other investment analysis Statistical analysis models Provide summary statistics, trend projections, and hypothesis testing

24. Types of DSS Models Graphical modeling programs Assist decision makers in designing, developing, and using graphic displays of data and information Project management models Handle and coordinate large projects Help users discover critical activities and tasks that could delay or jeopardize an entire project

25. Advantages of Modeling Less expensive, faster than experimenting with custom approaches or real systems Less risky than experimenting on real systems, yet still shows how a decision might affect the overall system Permits complex relationships to be analyzed and projected into the future Allows decision makers to test important assumptions of the model and ensure accuracy and validity before using it in decision making

26. Disadvantages of Modeling May be time consuming to decide which model to use (numerous choices) Potential for results to be misleading May be difficult to build and hard to interpret (high degree of mathematical sophistication) Expensive to develop if used only once

27. The Group Decision Support System

28. The Group DSS Consists of most of the elements in a DSS, plus GDSS software to support group decision making Also known as a computerized collaborative work system

29. Configuration of a GDSS

30. Characteristics of a GDSS Special design Ease of use Flexibility Decision-making support Cost, control, and complexity factors Anonymous input Reduction of negative group behavior Parallel communications Automated record keeping

31. GDSS Decision-Making Support Delphi approach Used when group decision makers are geographically dispersed Brainstorming Involves decision makers offering ideas “off the top of their heads” Fosters creative and free thinking

32. GDSS Decision-Making Support Group consensus approach Forces members in a group to reach a unanimous decision Nominal group technique Encourages feedback from individual group members

33. GDSS Software Offers useful tools for group work Compound documents Include documents to be created, used, and shared by members of a group Groupware (workgroup software) Helps with joint work group scheduling, communication, and management

34. GDSS Alternatives

35. GDSS Alternatives Decision room alternative Decision makers are located in the same building or geographic area. Decision makers are occasional users of the GDSS approach.

36. GDSS Alternatives Local area decision network Group members are located in the same building or geographic area. Group decision making is frequent. Teleconferencing alternative Location of group members is distant. Decision frequency is low.

37. GDSS Alternatives Wide area decision network Location of group members is distant. Decision frequency is high. Virtual workgroups Groups of workers located around the world working on common problems via a GDSS

38. The Executive Support System

39. The Executive Support System (ESS) A specialized DSS that includes all hardware, software, data, procedures, and people used to assist senior-level executives within the organization Also known as an executive information system (EIS)

40. Layers of Executive Decision Making

41. Characteristics of an ESS Tailored to individual executives Easy to use Offer drill-down abilities Support the need for external data Can help with situations that have a high degree of uncertainty Have a futures orientation Linked with value-added business processes

42. Capabilities of an ESS Support for defining an overall vision Support for strategic planning Support for strategic organizing and staffing Support for strategic control Support for crisis management

43. DSS Development

44. DSS Development Usually developed with a DSS generator and DSS tools for a specific application DSS generator A generalized program that facilitates development of a specific DSS Specific DSS A DSS developed for a single or unique situation or problem

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